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Varve optional AI models — SAM2 Object Selection
Varve optional AI models — SAM2 Object Selection (verified mirror)
Pinned mirror of the SAM2.1 Hiera Tiny artifacts used by Varve's Object
Selection workflow. This release extends the varve-models-v1 model-hosting
series; it is not an application release.
Important: runtime downloads come from Hugging Face
GitHub release assets do not send Access-Control-Allow-Origin headers
(verified 2026-09-14 with ranged GET + Origin: neither the 302 from
github.com nor the 206 from release-assets.githubusercontent.com carries
the header). A browser fetch() from the app is therefore blocked by CORS, so
the in-app downloader continues to use the CORS-enabled upstream host
recorded in apps/desktop/public/models/manifest.json
(vietanhdev/segment-anything-2-onnx-models on Hugging Face). This release is
a verified archival mirror for manual or CI use:
gh release download varve-models-v2 --pattern 'sam2_hiera_tiny.*.onnx'
sha256sum -c <<'EOF'
4cc015ee18520e93f8c7ddfeaca7436039daaaaf19721b4b96a8810a805e82f7 sam2_hiera_tiny.encoder.onnx
f5a4bd656c143899fb7f52d64ed81e6f6aeb37d477a0b6da50146ac7cf2187bf sam2_hiera_tiny.decoder.onnx
EOFArtifacts
| Asset | Role | Bytes | SHA-256 |
|---|---|---|---|
sam2_hiera_tiny.encoder.onnx |
Image encoder (1024x1024) | 134261315 | 4cc015ee18520e93f8c7ddfeaca7436039daaaaf19721b4b96a8810a805e82f7 |
sam2_hiera_tiny.decoder.onnx |
Prompt/mask decoder | 20640886 | f5a4bd656c143899fb7f52d64ed81e6f6aeb37d477a0b6da50146ac7cf2187bf |
These are the upstream artifacts exactly as published by
vietanhdev/segment-anything-2-onnx-models
(Apache-2.0, ONNX export by Viet-Anh Nguyen), verified byte-for-byte against
the checksums pinned in apps/desktop/public/models/manifest.json. Weights:
SAM 2.1, Apache-2.0, (c) Meta Platforms, Inc.
Why the encoder is hosted unrepaired
The upstream encoder declares two metadata-only value_info entries with
empty shapes (/conv_s0/Conv_output_0, /conv_s1/Conv_output_0).
onnxruntime-node tolerates them, but onnxruntime-web's WASM shape inference
rejects the graph at session creation
([ShapeInferenceError] ... inferred=4 declared=0).
Varve therefore verifies the upstream checksum, applies the reproducible
repair (scripts/models/repair-sam2-graph.mjs, which removes only those two
entries), and verifies the repaired checksum before the artifact is stored:
- repaired encoder SHA-256:
b4cfd6c8bec2ef3674536419d731e61d15840367bd004d65095ae6a2b88b41cf - repaired size: 134261247 bytes (68 bytes smaller)
Hosting the upstream bytes keeps the verification chain (upstream checksum →
repair → repaired checksum) exactly as documented in
docs/quality/object-selection-parity.md. Inference parity of the repaired
graph against the upstream graph was verified with ort-node (encoder outputs
match to the last digit).
Client verification
- Downloads are explicit, checksum-verified, and stored in the shared
IndexedDB model store (browser) or the app-data model directory (native). - No image is uploaded by Object Selection; the models run locally.
- The download URLs in
manifest.jsonare public configuration, never
secrets.